Univariate Cox regression analyses revealed that visual impairment, an older age, female sex, not living alone, single marriage status, low education, no drinking, underweight, abnormal TG level and abnormal albumin level increased the risk of cognitive decline (p < 0.0001). The gene discussed is ALB; the disease is Visual impairment.